{"product_id":"applied-statistical-modeling-and-data-analytics-a-practical-guide-for-the-petroleum-geosciences-paperback-9780128032794","title":"Applied Statistical Modeling and Data Analytics; A Practical Guide for the Petroleum Geosciences (Paperback) 9780128032794","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eApplied Statistical Modeling and Data Analytics\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eA Practical Guide for the Petroleum Geosciences\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003e\u003cp\u003eThe essential reference for geoscientists and engineers who apply statistical modeling and data analytics techniques to solve petroleum industry challenges\u003c\/p\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eSrikanta Mishra (Author), Akhil Datta-Gupta (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780128032794, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback, published 19 October 2017\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e250 pages\u003cbr\u003e23.4 x 19 x 1.7 cm, 0.52 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003ci\u003eApplied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences\u003c\/i\u003e provides a practical guide to many of the classical and modern statistical techniques that have become established for oil and gas professionals in recent years. It serves as a \"how to\" reference volume for the practicing petroleum engineer or geoscientist interested in applying statistical methods in formation evaluation, reservoir characterization, reservoir modeling and management, and uncertainty quantification.\u003c\/p\u003e  \u003cp\u003eBeginning with a foundational discussion of exploratory data analysis, probability distributions and linear regression modeling, the book focuses on fundamentals and practical examples of such key topics as multivariate analysis, uncertainty quantification, data-driven modeling, and experimental design and response surface analysis. Data sets from the petroleum geosciences are extensively used to demonstrate the applicability of these techniques. The book will also be useful for professionals dealing with subsurface flow problems in hydrogeology, geologic carbon sequestration, and nuclear waste disposal.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e1. Basic Concepts2. Exploratory Data Analysis3. Distributions and Models Thereof4. Regression Modeling and Analysis5. Multivariate Data Analysis6. Uncertainty Quantification7. Experimental Design and Response Surface Analysis8. Data-Driven Modeling9. Concluding Remarks\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Geology \u0026amp; the lithosphere [\u003ca title=\"See our other books on Geology \u0026amp; the lithosphere\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Geology%20\u0026amp;%20the%20lithosphere%20%5BRBG%5D%22\"\u003eRBG\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Elsevier","offers":[{"title":"Default Title","offer_id":46649010618648,"sku":"9780128032794","price":89.59,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780128032794.jpg?v=1694096010","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/applied-statistical-modeling-and-data-analytics-a-practical-guide-for-the-petroleum-geosciences-paperback-9780128032794","provider":"Freshly Printed Books","version":"1.0","type":"link"}